0xqq/deep-learning-nd

Udacity Deep learning nanodegree projects

Deep Learning

This is a repository meant to document my education of Deep Learning. It includes the 5 projects from the Udacity Deep Learning curriculum. It demonstrates the ability to train deep neural networks to solve a variety of AI related problems.

Projects

1. Neural network

A (simple) neural network from scratch to make predictions of bike-sharing usage.

• Project Files
• iPython Notebook

2. Object Detection

• README
• Project Files
• iPython Notebook

3. Generate TV Scripts

Use deep learning to generate new scripts for your favorite TV show.

• README
• Project Files
• iPython Notebook

4. Make a Translation Chat Bot

Build a chatbot that translates text in real time using a seq2seq RNN model.

• README
• Project Files
• iPython Notebook

5. Generate Faces

Use a generative adversarial network (GAN) to generate novel faces.

• README
• Project Files
• iPython Notebook